Joint Slot Filling and Intent Detection via Capsule Neural Networks

Joint Slot Filling and Intent Detection via Capsule Neural Networks slot filling The existing works either treat slot filling and intent detection separately in a pipeline manner, or adopt joint models which sequentially label slots while slot289 login Intent and slot should have common semantic features as semantic concepts of discourse and should depend on each other A multitask joint model

slot289 login A slot-filling task is most simple task of dialogue system Typical domain of this task are telephone shopping, on-line banking, on-line trade, etc

slots city додаток Download scientific diagram Intent detection and slot filling For the slot filling labels, we use the IOB labelling format The B- prefix indicates On the other hand, slot filling is modeled as a sequence labelling problem, whose purpose is to take the utterance and determine which words